mirror of https://github.com/01-edu/Branch-AI.git
b.ghazlane
3 years ago
1 changed files with 37 additions and 0 deletions
@ -0,0 +1,37 @@ |
|||||||
|
# NLP-enriched News Intelligence platform |
||||||
|
|
||||||
|
This is the correction of the project 1: **NLP-enriched News Intelligence platform**. |
||||||
|
|
||||||
|
## Deliverables |
||||||
|
|
||||||
|
``` |
||||||
|
project |
||||||
|
│ README.md |
||||||
|
│ environment.yml |
||||||
|
│ |
||||||
|
└───data |
||||||
|
│ │ topic_classification_data.csv |
||||||
|
│ |
||||||
|
└───results |
||||||
|
│ │ topic_classifier.pkl |
||||||
|
│ │ learning_curves.png |
||||||
|
| |
||||||
|
|───nlp_engine |
||||||
|
│ |
||||||
|
|
||||||
|
``` |
||||||
|
|
||||||
|
## Validation |
||||||
|
The project is validated if: |
||||||
|
|
||||||
|
### Scrapper |
||||||
|
- There are at least 300 news articles stored in the file system or the database. |
||||||
|
- Run the scrapper and fetch 3 documents. The scrapper is not expected to fetch n documents, you can stop it manually. |
||||||
|
|
||||||
|
### NLP engine |
||||||
|
- Run the nlp_engine on the 3 documents you fetched. |
||||||
|
|
||||||
|
|
||||||
|
### Topic classfier |
||||||
|
- The **accuracy** on the test set is bigger then **95%**. |
||||||
|
|
Loading…
Reference in new issue